Pinned Repositories
align-uniform-pd
alignment-handbook
Robust recipes to align language models with human and AI preferences
ALLY
A Lagrangian Duality Approach to Active Learning.
ann-benchmarks
Benchmarks of approximate nearest neighbor libraries in Python
APNet
Audio Prototype Network (APNet)
auto-sklearn
Automated Machine Learning with scikit-learn
daug
This is the official implementation of "Automatic Data Augmentation via Invariance Constrained Learning"
pd-qat
Neural Networks with quantization Constraints
resilience
DCASE-models
Python library for rapid prototyping of environmental sound analysis systems
ihounie's Repositories
ihounie/pd-qat
Neural Networks with quantization Constraints
ihounie/daug
This is the official implementation of "Automatic Data Augmentation via Invariance Constrained Learning"
ihounie/resilience
ihounie/align-uniform-pd
ihounie/alignment-handbook
Robust recipes to align language models with human and AI preferences
ihounie/ALLY
A Lagrangian Duality Approach to Active Learning.
ihounie/ann-benchmarks
Benchmarks of approximate nearest neighbor libraries in Python
ihounie/Autoformer
About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
ihounie/CARE
ihounie/DeepAA
[ICLR 2022] "Deep AutoAugment" by Yu Zheng, Zhi Zhang, Shen Yan, Mi Zhang
ihounie/EfficientAT
This repository aims at providing efficient CNNs for Audio Tagging. We provide AudioSet pre-trained models ready for downstream training and extraction of audio embeddings.
ihounie/ESE200
ihounie/FL-Resilience
ihounie/gluonts
Probabilistic time series modeling in Python
ihounie/GSAT
[ICML 2022] Graph Stochastic Attention (GSAT) for interpretable and generalizable graph learning.
ihounie/hnswlib
Header-only C++/python library for fast approximate nearest neighbors
ihounie/lila
Code for "Invariance Learning in Deep Neural Networks with Differentiable Laplace Approximations"
ihounie/lit-gpt
Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.
ihounie/mteb
MTEB: Massive Text Embedding Benchmark
ihounie/nmslib
Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.
ihounie/noisy-labels
Human annotated noisy labels for CIFAR-10 and CIFAR-100. The website of CIFAR-N is available at http://www.noisylabels.com/.
ihounie/NOLA
Code for NOLA, an implementation of "nola: Compressing LoRA using Linear Combination of Random Basis"
ihounie/O-RLHF
Offline Reward Based LLM alignment
ihounie/PatchTST
An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730
ihounie/peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
ihounie/pynndescent
A Python nearest neighbor descent for approximate nearest neighbors
ihounie/Resilient-Prunning
ihounie/self-supervised-w
Whitening for Self-Supervised Representation Learning | Official repository
ihounie/site
ihounie/trl
Train transformer language models with reinforcement learning.